Samrat Phatale
Samrat Phatale has 2 papers in our library, in 2019–2024, most of them on Language models & pretraining, Reasoning; often with Abhinav Rastogi, Jiao Sun, Lei Shu.
OpenAlex · h-index 3 · 11 works · 135 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 162 times in our library · ⭐ Paper Stars ranking: #5958
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📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Arts and Humanities · 2 worksComputer Science · 2 worksArtificial Intelligence · 2 worksLanguage and Linguistics · 2 worksApplied Mathematics · 1 workMathematics · 1 workComputer Vision and Pattern Recognition · 1 work
🧭 Topics 2Research subjects and languages the work is about.Language models & pretraining · 1 workReasoning · 1 work
Works by year
2020s
2010s
Papers
- Improve Mathematical Reasoning in Language Models by Automated Process Supervision (2024 · 168 citations)
Process Reward Models (PRMs) score each intermediate step of a solution. On multi-step math they help LLMs more than verifiers that judge only the final answer. The catch is the step-level labels PRMs need. Until now these came from paid human annotators or from brute-force Monte Carlo rollouts launched at every… - Prose for a Painting (2019 · 3 citations)
The paper tackles generating Shakespeare-styled text about a painting. Ordinary image captions are short and literal, and no sizeable corpus pairs paintings with Shakespearean prose exists. The authors therefore chain two separately trained systems. First, an existing image-to-poem model produces a modern English…
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